Run
8860596

Run 8860596

Task 3627 (Supervised Classification) cpu_act Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5829.1883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6856
Cross-validation details (10-fold Crossvalidation)